Chapter 12
Probabilistic multifactorial grammar and lexicology
Binomial logistic regression
Article outline
- 12.1Introduction to logistic regression
- 12.2Logistic regression model of Dutch causative auxiliaries doen and laten
- 12.2.1Theoretical background and data
- 12.2.2Fitting a binary logistic regression model: Main functions
- 12.2.3Selection of variables
- 12.2.4Testing possible interactions
- 12.2.5Identifying outliers and overly influential observations
- 12.2.6Checking the regression assumptions
- 12.2.7Testing for overfitting
- 12.2.8Interpretation of the model
- 12.3Summary
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Notes